الأبحاث العلمية

ملخص البحث Abstract Objective: Identifying the efficiency of artificial intelligence in answering Tawjihi questions in Arabic Curricula, it also compared the performance of the most popular language models for this purpose. Methodology: Using the descriptive and analytical method using qualitative and quantitative methods. A purposive sample of high school exams from the years 2021, 2022, [...]

ملخص البحث A groundbreaking initiative is reshaping fire safety by fusing advanced machine learning with cutting-edge light sensors. This innovation swiftly detects fires, transmitting vital data for rapid emergency response, reducing damage, and enhancing safety. Its proactive approach, leveraging AI for real-time analysis and predictive risk assessment, enables preemptive measures, such as automated safety protocols. [...]

ملخص البحث This work proposes machine learning (ML) and deep learning (DL) algorithms. Applying SMOTE and class weighting techniques optimizes the process through grid search in combination with Bayesian optimization (Optuna). Accuracy levels improved significantly with the addition of more features and data-balancing techniques. After applying SMOTE to the CNN model, its accuracy increased from [...]

ملخص البحث Ensuring the digital preservation of files and data in an immutable environment is essential for maintaining security, integrity, and trust. The decentralized architecture, robust security, and reliability of blockchain position it as a leading solution for storage technologies requiring tamper-proof integrity. This work presents an enhanced version of a previously published framework, introducing [...]

ملخص البحث Background Despite the crucial role of palliative care (PC) in enhancing the quality of life for patients with life-threatening illnesses and their caregivers, access remains limited, particularly in resource-limited settings. Only 12% of terminally ill patients receive PC in these areas. In Palestine, where cancer is the third leading cause of death, PC [...]